Export 1667 results:
, Submitted. Springer. Available at: https://link.springer.com/book/10.1007/978-981-99-6141-2.
, Submitted. Automated scalable Bayesian inference via Hilbert coresets. arXiv:1710.05053.
, Submitted. A fast Monte Carlo test for preferential sampling.
, Submitted. Proteomic biomarker study using novel robust penalized elastic net estimators. Annals of Applied Statistics.
, Submitted. Scalable Gaussian process inference with finite-data mean and variance guarantees. arXiv:1806.10234.
, In Press. Adjusting for differential misclassification in matched case-control studies utilizing health administrative data. Statistics in Medicine.
, In Press. Dynamic clustering algorithms via small-variance analysis of Markov chain mixture models. IEEE Transactions on Pattern Analysis and Machine Intelligence.
, In Press. Optimizing marine spatial plans with animal tracking data. Canadian Journal of Fisheries and Aquatic Sciences.
, In Press. Truncated random measures. Bernoulli.
, 2024. A highly scalable approach to topic modelling in single-cell data by approximate pseudobulk projection. bioRxiv, p.2024.02.21.581497.
, 2023. Epigenomic dissection of Alzheimer's disease pinpoints causal variants and reveals epigenome erosion. Cell, 186, pp.4422–4437.e21.
, 2023. Gaussian mixture reduction with composite transportation divergence. IEEE Transactions on Information Theory.
, 2023. Human microglial state dynamics in Alzheimer's disease progression. Cell, 186, pp.4386–4403.e29.
, 2023. Knots and their effect on the tensile strength of lumber. Journal of Quality Technology, pp.1-13.
, 2023. Multitissue H3K27ac profiling of GTEx samples links epigenomic variation to disease. Nat. Genet., 55, pp.1665–1676.
, 2023. Nondimensionalizing physical and statistical models: a unified approach. Statistical Science, p.Submitted.
, 2023. Robust nonparametric regression: review and practical considerations. Econometrics and Statistics.
, 2023. Single-cell pair-wise relationships untangled by composite embedding model. iScience, 26, p.106025.
, 2023. Single-nucleus multiregion transcriptomic analysis of brain vasculature in Alzheimer's disease. Nat. Neurosci., 26, pp.970–982.
, 2023. Spatio–Temporal Methods in Environmental Epidemiology with R, CRC Press.
, 2023. Tree-based boosting with functional data. Computational Statistics.
, 2023. Tree-structured topic modelling of single-cell gene expression data uncovers hierarchical relationships between immune cell types. bioRxiv, p.2023.11.06.565879.
, 2023. Unraveling dynamically encoded latent transcriptomic patterns in pancreatic cancer cells by topic modeling. Cell Genomics, 3, p.100388.